[EMNLP 2025] LightThinker: Thinking Step-by-Step Compression
active 2025-04-13 → 2026-05-20 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 403 days from 2025-04-13 to 2026-05-20. Pushes: 2 total, peak 2 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 8 total, peak 4 in a day. Comments: 12 total, peak 2 in a day. Stars: 89 total, peak 13 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| albert-jin | 5 | 0 | 0 | 1 |
| MikeDean2367 | 4 | 0 | 0 | 4 |
| keyu-wang-2002 | 3 | 0 | 0 | 2 |
| caixd-220529 | 3 | 0 | 0 | 1 |
| LesileZ | 2 | 2 | 0 | 0 |
| zxlzr | 2 | 0 | 0 | 1 |
| helldog-star | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#12keyu-wang-20022026-04-03 15:17Ask about (i) positional embedding; (ii) [EOS] truncation during training.
- Issue#12keyu-wang-20022026-04-01 15:03Ask about (i) positional embedding; (ii) [EOS] truncation during training.
- Issue comment#9MikeDean23672026-02-23 17:34Training Approach
- Issue#8zxlzr2026-01-07 09:15SDPA Attention Backend
- Issue comment#8keyu-wang-20022026-01-07 08:47SDPA Attention Backend
- Issue comment#8MikeDean23672026-01-07 03:59SDPA Attention Backend
- Issue comment#7helldog-star2025-12-23 12:18About Vanilla Training
- Issue comment#7MikeDean23672025-12-23 10:51About Vanilla Training
- Issue comment#6MikeDean23672025-09-20 12:16The token-level is depreacted?
- Issue#5albert-jin2025-09-20 09:20You said the agent should make reflection, so, does this step would make more reasoning step?
- Issue comment#5albert-jin2025-09-20 09:20You said the agent should make reflection, so, does this step would make more reasoning step?
- Issue#6albert-jin2025-09-20 06:06The token-level is depreacted?
- Issue#5albert-jin2025-09-20 06:02You said the agent should make reflection, so, does this step would make more reasoning step?
- Issue#4albert-jin2025-09-20 06:01analisying is a wrong system prompt word
- Issue#3caixd-2205292025-09-17 16:31A question regarding training cost
- Issue comment#3caixd-2205292025-09-14 11:52A question regarding training cost
- Issue#3caixd-2205292025-09-14 07:58A question about the training
- Issue comment#2zxlzr2025-07-27 12:59unzip data.zip file
- Issue comment#2MikeDean23672025-07-22 06:14unzip data.zip file
- Issue comment#2MikeDean23672025-07-22 03:08unzip data.zip file
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 89 stars here means stars gained during the window, not the repo's star count.